Pycon Lightining Talk

Transcript

1. WWSTAY .COM Emails Classification using Gmail API and LDA Topic Model Shravanthi U M/ @shravanthium 27 Sep 2014 Business travel simplified
2. Challenge Group Mails into Different categories Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business travel simplified
3. Email Classification Algorithms K-Nearest Neighbor Naive Bayes Support Vector Machines LDA- Latent Dirichlet Allocation Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business travel simplified
4. Gmail API Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business travel simplified Key resource types • Messages • Labels • Drafts • History • Threads Steps: • Authenticate the user • Call API method • Process the returned list
5. Gmail API Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business travel simplified Information Retrieved: ➢ mail_id ➢ thread_id ➢ from ➢ to ➢ time ➢ Sub ➢ text
6. Gensim Nltk Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business travel simplified Packages
7. Thank You Fresh Ideas for Accommodations Anywhere WWSTAY .COM Business travel simplified